The column covariance contains four ways in which the association between processes can be reported:
- Correlation = correlation , estimated in Mplus
- Correlation CI = Confidence intervals estimated in Mplus
- Covariance = raw covariance
- Fisher's R = correlation, computed outside of Mplus using Fisher’s transform from raw variances and covariances
Note: cases in which restricted (co)variances or insufficient decimals prevent the computation of correlations are marked by ---
Raw covariance and estimated correlations are reported in the form : est(se) pval star,where
- est is the covariance estimate on the original metric
- se is the standard error on the original metric
- pval is the p-value associated with the raw covariance
- star is significance indicator associated with corresponding covariance estimate, with ., *, **, and *** indicating significance at .10, .05, .01, and .001 alpha levels, respectively
Confidence intervals for estimated correlations are reported in the form: (low,high),where
- low - bottom boundry of the 95% confidence interval - high - top boundry of the 95% confidence interval
Computed correlations are reported in the form: est(low, high), where
- est is the correlation coefficient computed from raw (co)variances using Fisher transfrom
- low and high are the 95% confidence intervals associated with the computed correlations
For the sake of documentation and reproducibility, the current report was rendered on a system using the following software.
Report rendered by koval_000 at 2017-02-23, 18:06 -0500
R version 3.3.2 (2016-10-31)
Platform: x86_64-w64-mingw32/x64 (64-bit)
Running under: Windows >= 8 x64 (build 9200)
locale:
[1] LC_COLLATE=English_United States.1252 LC_CTYPE=English_United States.1252 LC_MONETARY=English_United States.1252
[4] LC_NUMERIC=C LC_TIME=English_United States.1252
attached base packages:
[1] grid stats graphics grDevices utils datasets methods base
other attached packages:
[1] forestplot_1.7 checkmate_1.8.2 knitr_1.15.1 dplyr_0.5.0 purrr_0.2.2
[6] readr_1.0.0 tidyr_0.6.1 tibble_1.2 ggplot2_2.2.1 tidyverse_1.1.1
[11] magrittr_1.5 MplusAutomation_0.6-4 rhdf5_2.16.0
loaded via a namespace (and not attached):
[1] reshape2_1.4.2 pander_0.6.0 haven_1.0.0 lattice_0.20-34 colorspace_1.3-2 htmltools_0.3.5
[7] yaml_2.1.14 foreign_0.8-67 DBI_0.5-1 gsubfn_0.6-6 modelr_0.1.0 readxl_0.1.1
[13] plyr_1.8.4 stringr_1.1.0 zlibbioc_1.18.0 munsell_0.4.3 gtable_0.2.0 rvest_0.3.2
[19] htmlwidgets_0.8 evaluate_0.10 coda_0.19-1 psych_1.6.12 forcats_0.2.0 parallel_3.3.2
[25] broom_0.4.1 proto_1.0.0 Rcpp_0.12.9 xtable_1.8-2 DT_0.2 scales_0.4.1
[31] backports_1.0.5 jsonlite_1.2 texreg_1.36.18 mnormt_1.5-5 testit_0.6 hms_0.3
[37] digest_0.6.12 stringi_1.1.2 rprojroot_1.2 tools_3.3.2 lazyeval_0.2.0 xml2_1.1.1
[43] lubridate_1.6.0 assertthat_0.1 rmarkdown_1.3 httr_1.2.1 R6_2.2.0 boot_1.3-18
[49] nlme_3.1-128